Publication
2026
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- IEEE ToNOnline Request Scheduling for Quality-Aware Diffusion based AIGC ServicesIEEE Trans. Networking, 2026
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A Self-updating Checkpointing and Fast Failure Recovery System for Distributed LLM TrainingIEEE Infocom, 2026 -
Crack in the Armor: Underlying Infrastructure Threats to RPKI Publication Point ReachabilityNDSS, 2026
2025
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Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU ClustersUSENIX NSDI, 2025 -
PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity Based Expert-Wise PrefetchUSENIX ATC, 2025 -
MemFerry: A Fast and Memory Efficient Offload Training Framework with Hybrid GPU ComputationIEEE Infocom, 2025 -
Robust Contextual Combinatorial Multi-Armed Bandits for Unreliable Network SystemsIEEE Infocom, 2025 - IEEE ToNLink Prediction-Based Measurement Strategy for Efficient Topology Completeness ImprovementsIEEE Trans. Networking, 2025
- IEEE ICDCSCarbon-Neutralizing Edge AI Inference for Data Streams via Model Control and Allowance Trading.IEEE ICDCS, 2025
2024
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Learning Context-aware Probabilistic Maximum Coverage Bandits: A Variance-adaptive ApproachIEEE Infocom, 2024 -
- ACM MMAxiomvision: Accuracy-guaranteed Adaptive Visual Model Selection for Perspective-aware Video AnalyticsACM Multimedia, 2024
- Elsevier JSAAn Efficient Bandwidth-adaptive Gradient Compression Algorithm for Distributed Training of Deep Neural NetworksJ. Syst. Archit., 2024
- IEEE IWQoS
- IEEE ICPP
- IEEE ICPP
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Minerva: Decentralized Collaborative Query Processing over Interplanetary File SystemIEEE Trans. Big Data, 2024 - WiOptA Queueing Theoretic Perspective on Low-Latency LLM Inference with Variable Token LengthWiOpt, 2024
2023
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- IEEE TNSEMaking TCP BBR Pacing Adaptive with Domain Knowledge Assisted Reinforcement LearningIEEE TNSE, 2023
- Elsevier JSACommunication Compression Techniques in Distributed Deep Learning: A SurveyJ. Syst. Archit., 2023
2022
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Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory PredictionIEEE/ACM Trans. Networking, 2022 - IEEE InfocomMercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN TrainingIEEE Infocom, 2022
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Toward Packet Routing with Fully Distributed Multiagent Deep Reinforcement LearningIEEE TSMC: Systems, 2022 - IEEE TNSE
Understanding the Benefit of Being Patient in Payment Channel NetworksIEEE TNSE, 2022
2021
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Enabling Practical Large-scale MIMO in WLANs with Hybrid BeamformingIEEE/ACM Trans. Networking, 2021 -
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TyrLoc: a Low-cost Multi-technology MIMO Localization System with a Single RF ChainACM Mobisys, 2021 - IEEE TMMTowards Real-time Video Caching at Edge Servers: A Cost-aware Deep Q-learning SolutionIEEE Trans. Multimedia, 2021
- IEEE TCSS
- IEEE InfocomLeveraging Domain Knowledge for Robust Deep Reinforcement Learning in NetworkingIEEE Infocom, 2021
2019
- IEEE/ACM ToNOn The Robustness of Price-Anticipating Kelly MechanismIEEE/ACM Trans. Networking, 2019
- IEEE/ACM ToNOn User Selective Eavesdropping Attacks in MU-MIMO: CSI Forgery and CountermeasureIEEE Infocom, 2019
- ACM MOBIHOCForever Young: Aging Control for Smartphones in Hybrid NetworksACM Mobihoc, 2019
- IEEE TGCNPOM: Power-efficient Multi-view Video Streaming over Multi-antenna Wireless SystemsIEEE Trans. Green Communications and Networking, 2019
- IEEE TMCMultipath Assisted Wi-Fi Localization with a Single Access PointIEEE Trans. Mobile Computing, 2019
2018
- ACM TOMMUser Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD SystemACM TOMM, 2018
- IEEE TCSVTPerformance Analysis of Thunder Crystal: A Crowdsourcing-based Video Distribution PlatformIEEE TCSVT, 2018
- ACM APNETDemystifying Deep Learning in NetworkingACM APNET, 2018
2017
- IEEE TMCModeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User BehaviorIEEE Trans. Mobile Computing, 2017
- ACM CoNEXTAWL: Turning Spatial Aliasing From Foe to Friend for Decimeter-Level WiFi LocalizationACM CoNEXT, 2017
- IEEE InfocomBUSH: Empowering Large-Scale MU-MIMO in WLANs With Hybrid BeamformingIEEE Infocom, 2017
- IEEE TMMMuVi: Multi-view Video Aware Transmission over MIMO Wireless SystemsIEEE Trans. Multimedia, 2017
- ACM NOSSDAVAnalysis of User Behavior in a Large-Scale VoD SystemACM NOSSDAV, 2017
- IEEE ICNP PosterDeep Reinforcement Learning for Multi-resource Multi-machine Job SchedulingIEEE ICNP (well cited), 2017
2016
- IEEE TMC
- IEEE ICMEPOM: Power Efficient Multi-view Video Streaming over Multi-antenna Wireless SystemsIEEE ICME, 2016
2015
- IEEE TCSVTOn Achieving Cost-Effective Adaptive Cloud Gaming in Geo-distributed Data CentersIEEE TCSVT, 2015
2014
- IEEE TMMAnalysis of Buffer Starvation with Application to QoE Optimization of Streaming-like ServicesIEEE Trans. Multimedia, 2014
- IEEE TMCAnalytical QoE Models for Bit-rate Switching in Dynamic Adaptive Streaming ServiceIEEE Trans. Mobile Computing, 2014
- IEEE TCSVT
- NetGcoop (Invited)Multi-dimensional Network Security Game: How do attacker and defender battle on parallel targetsNetGcoop, 2014
2013
- IEEE Infocom
- IEEE/ACM ToNPredicting the Impact of Measures Against P2P Networks: Transient Behavior and Phase TransitionIEEE/ACM Trans. Networking, 2013
2012
- IEEE Infocom
- IFIP Networking
2011
- IEEE InfocomPredicting the Impact of Measures against P2P Networks on the Transient BehaviorIEEE Infocom, 2011
- IFIP Networking
2010
- Elsevier COMNETOn Oligopoly Spectrum Allocation Game in Cognitive Radio Networks with Capacity ConstraintsElsevier Computer Networks, 2010
- ACM PERAging Control For Smartphones in Hybrid NetworksACM Performance Evaluation Review (ArXiv 2010), 2010